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Kimi K2.6 Benchmark Details

Kimi K2.6 currently shows benchmark results led by LiveCodeBench (7 / 123, score 89.60), HLE (15 / 172, score 54), GPQA Diamond (18 / 187, score 90.50). This page also compares it with 3 competitor models and 3 predecessor or same-series models, including performance and pricing views when available. 1 source link is attached for reference.

Benchmark Results

Kimi K2.6

Benchmark Results

Thinking
Tool usage
Internet

General Knowledge

4 evaluations
Benchmark / mode
Score
Rank/total
GPQA Diamond
Thinking Enabled
90.50
18 / 187
LiveBench
Thinking Enabled
72.17
28 / 115
HLE
Thinking Enabled
34.70
76 / 172
HLE
Thinking EnabledToolsInternet
54
15 / 172

Coding and Software Engineer

4 evaluations
Benchmark / mode
Score
Rank/total
LiveCodeBench
Thinking Enabled
89.60
7 / 123
SWE-bench Verified
Thinking EnabledTools
80.20
14 / 112
SWE-bench Multilingual
Thinking EnabledTools
76.70
5 / 23
SWE-Bench Pro - Public
Thinking EnabledTools
58.60
13 / 54

AI Agent - Information Search

1 evaluations
Benchmark / mode
Score
Rank/total
BrowseComp
Thinking EnabledToolsInternet
83.20
14 / 53

AI Agent - Tool Usage

4 evaluations
Benchmark / mode
Score
Rank/total
OSWorld-Verified
Thinking EnabledTools
73.10
14 / 24
Terminal Bench 2.0
Thinking EnabledTools
66.70
10 / 47
TerminalBench 2.1
Thinking Enabled
53.56
27 / 27
Tool Decathlon
Thinking EnabledTools
50
2 / 9

Math and Reasoning

2 evaluations
Benchmark / mode
Score
Rank/total
AIME 2026
Thinking Enabled
96.40
3 / 18
IMO-AnswerBench
Thinking Enabled
86
8 / 21

Claw-style Agent Evaluation

1 evaluations
Benchmark / mode
Score
Rank/total
Claw Bench
Thinking EnabledTools
80.90
19 / 29

Competitor Comparison

Benchmark scores for Kimi K2.6 compared against top models in its class

Benchmark categories:
The chart shows each model’s highest score per benchmark within the current filter. Out-of-100 benchmarks use raw heights; out-of-range benchmarks are scaled within that benchmark while labels keep the original scores.

12 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.

BenchmarkKimi K2.6CurrentQwen3.6-Max-PreviewMiniMax-M2.7GLM 5.1
GPQA Diamond
综合评估
90.50Thinking Enabled
90.40Thinking Level · High
87.00Thinking Enabled
86.20Thinking Enabled
HLE
综合评估
54.00Thinking Enabled | Tools
50.20Thinking Enabled | Tools
28.00Thinking Enabled
52.30Thinking Enabled | Tools
LiveBench
综合评估
72.17Thinking Enabled
--
63.49Deep Thinking Mode
70.18Standard Mode
LiveCodeBench
编程与软件工程
89.60Thinking Enabled
87.10Thinking Level · High
--
--
SWE-bench Multilingual
编程与软件工程
76.70Thinking Enabled | Tools
73.80Thinking Enabled | Tools
--
--
SWE-Bench Pro - Public
编程与软件工程
58.60Thinking Enabled | Tools
57.30Deep Thinking Mode | Tools
56.20Thinking Enabled | Tools
58.40Thinking Enabled | Tools
SWE-bench Verified
编程与软件工程
80.20Thinking Enabled | Tools
78.80Thinking Enabled | Tools
--
--
BrowseComp
AI Agent - 信息收集
83.20Thinking Enabled | Tools
--
--
79.30Thinking Enabled | Tools
Terminal Bench 2.0
AI Agent - 工具使用
66.70Thinking Enabled | Tools
65.40Deep Thinking Mode | Tools
--
63.50Thinking Enabled | Tools
TerminalBench 2.1
AI Agent - 工具使用
53.56Thinking Enabled
--
--
58.70Thinking Level · High | Tools
Tool Decathlon
AI Agent - 工具使用
50.00Thinking Enabled | Tools
--
--
40.70Thinking Enabled | Tools
AIME 2026
数学推理
96.40Thinking Enabled
--
--
95.30Thinking Enabled
2 additional benchmarks remain in the chart above.

Standard API Pricing: Kimi K2.6 vs. Peer Models

Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.

Source: DataLearnerAI. Standard text prices shown here use the default supplier. · USD / 1M tokens

When a context threshold exists, the charted base price only applies within these limits:

Qwen3.6-Max-Preview: Base price applies to <= 128
ModelSupplierStandard inputStandard outputBase price applies to
Kimi K2.6
Facebook AI研究实验室$0.95 / 1M tokens$4 / 1M tokens
Qwen3.6-Max-Preview
阿里巴巴$1.3 / 1M tokens$7.8 / 1M tokens<= 128
MiniMax-M2.7
MiniMaxAI$0.3 / 1M tokens$1.2 / 1M tokens
GLM 5.1
智谱AI$1.4 / 1M tokens$4.4 / 1M tokens

Version History

How each version of the Kimi K2.6 series stacks up on benchmark tests

Benchmark categories:
The chart shows each model’s highest score per benchmark within the current filter. Out-of-100 benchmarks use raw heights; out-of-range benchmarks are scaled within that benchmark while labels keep the original scores.

12 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.· Click a row to view its trend chart.

BenchmarkKimi K2.6CurrentKimi K2.5Kimi K2 ThinkingKimi K2
GPQA Diamond
综合评估
90.50Thinking Enabled
87.60Thinking Enabled
84.50Thinking Enabled
75.10Standard Mode
HLE
综合评估
54.00Thinking Enabled | Tools
50.20Thinking Enabled | Tools
51.00Thinking Enabled | Tools
4.70Standard Mode
LiveBench
综合评估
72.17Thinking Enabled
69.07Thinking Enabled
61.59Thinking Enabled
48.10Standard Mode
LiveCodeBench
编程与软件工程
89.60Thinking Enabled
85.00Thinking Enabled
83.10Thinking Enabled
53.70Standard Mode
SWE-bench Multilingual
编程与软件工程
76.70Thinking Enabled | Tools
73.00Thinking Enabled
--
--
SWE-Bench Pro - Public
编程与软件工程
58.60Thinking Enabled | Tools
50.70Thinking Enabled | Tools
--
--
SWE-bench Verified
编程与软件工程
80.20Thinking Enabled | Tools
76.80Thinking Enabled | Tools
71.30Thinking Enabled | Tools
51.80Standard Mode
BrowseComp
AI Agent - 信息收集
83.20Thinking Enabled | Tools
60.60Thinking Enabled | Tools
60.20Thinking Enabled | Tools
--
Terminal Bench 2.0
AI Agent - 工具使用
66.70Thinking Enabled | Tools
50.80Thinking Enabled | Tools
--
--
AIME 2026
数学推理
96.40Thinking Enabled
92.50Thinking Enabled
--
--
IMO-AnswerBench
数学推理
86.00Thinking Enabled
81.80Thinking Enabled
--
--
Claw Bench
OpenClaw智能体能力综合测评
80.90Thinking Enabled | Tools
81.70Thinking Enabled | Tools
82.50Thinking Enabled | Tools
--

Single-Benchmark Version Trend

Viewing: GPQA Diamond · 综合评估

Benchmark
NormalNormal + ToolsThinkingThinking + ToolsDeepDeep + Tools

X-axis shows model and release date, Y-axis shows score; solid lines connect the same mode across versions, while dotted guides align modes within the same generation.

Standard API Pricing Across the Kimi K2.6 Series

Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.

Source: DataLearnerAI. Standard text prices shown here use the default supplier. · USD / 1M tokens

ModelSupplierStandard inputStandard outputBase price applies to
Kimi K2.6
Facebook AI研究实验室$0.95 / 1M tokens$4 / 1M tokens
Kimi K2.5
Moonshot AI$0.6 / 1M tokens$3 / 1M tokens
Kimi K2 Thinking
Fireworks AI$0.6 / 1M tokens$2.5 / 1M tokens
Kimi K2
Moonshot AI$0.6 / 1M tokens$2.5 / 1M tokens

Sources